Boris Delibasic

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 39

Top Topics

Logistic Regression

Data Preprocessing

Collective Decision Making

Top Venues

Comput. Sci. Inf. Syst.

Publications

Ernesto León-Castro, Boris Delibasic, Ivan Lukovic
Guest editorial: Computer science and information systems applied to management, innovation and sustainability. Comput. Sci. Inf. Syst. 21 (3) (2024)
Andrija Petrovic, Sandro Radovanovic, Mladen Nikolic, Boris Delibasic, Milos Jovanovic
Structured prediction of sparse dependent variables for traffic state estimation in large-scale networks. Appl. Soft Comput. 133 (2023)
Aleksa Bisercic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Pietro Liò, Andrija Petrovic
Interpretable Medical Diagnostics with Structured Data Extraction by Large Language Models. CoRR (2023)
Sandro Radovanovic, Andrija Petrovic, Zorica A. Dodevska, Boris Delibasic
FairAW - Additive weighting without discrimination. Intell. Data Anal. 27 (4) (2023)
Boris Delibasic, Drazenko Glavic, Sandro Radovanovic, Andrija Petrovic, Marina Milenkovic, Milija Suknovic
Multi-actor VIKOR Method for Highway Selection in Montenegro. ICDSST (2023)
Max Zhu, Katarzyna Kobalczyk, Andrija Petrovic, Mladen Nikolic, Mihaela van der Schaar, Boris Delibasic, Petro Liò
Tabular Few-Shot Generalization Across Heterogeneous Feature Spaces. CoRR (2023)
Ljubisa Bojic, Matteo Cinelli, Dubravko Culibrk, Boris Delibasic
CERN for AGI: A Theoretical Framework for Autonomous Simulation-Based Artificial Intelligence Testing and Alignment. CoRR (2023)
Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic
Gaussian conditional random fields for classification. Expert Syst. Appl. 212 (2023)
Andrija Petrovic, Mladen Nikolic, Ugljesa Bugaric, Boris Delibasic, Pietro Liò
Controlling highway toll stations using deep learning, queuing theory, and differential evolution. Eng. Appl. Artif. Intell. 119 (2023)
Sandro Radovanovic, Marko Bohanec, Boris Delibasic
Extracting decision models for ski injury prediction from data. Int. Trans. Oper. Res. 30 (6) (2023)
Sandro Radovanovic, Andrija Petrovic, Boris Delibasic, Milija Suknovic
A fair classifier chain for multi-label bank marketing strategy classification. Int. Trans. Oper. Res. 30 (3) (2023)
Zorica A. Dodevska, Andrija Petrovic, Sandro Radovanovic, Boris Delibasic
Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach. Auton. Agents Multi Agent Syst. 37 (1) (2023)
Boris Delibasic, Sandro Radovanovic
Introduction to the Minitrack on Fairness in Algorithmic Decision Making. HICSS (2022)
Sandro Radovanovic, Boris Delibasic, Aleksandar Markovic, Milija Suknovic
Achieving MAX-MIN Fair Cross-efficiency scores in Data Envelopment Analysis. HICSS (2022)
Sandro Radovanovic, Gordana Savic, Boris Delibasic, Milija Suknovic
FairDEA - Removing disparate impact from efficiency scores. Eur. J. Oper. Res. 301 (3) (2022)
Andrija Petrovic, Aleksa Bisercic, Boris Delibasic, Dimitrije Milenkovic
A machine learning approach for learning temporal point process. Comput. Sci. Inf. Syst. 19 (2) (2022)
Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic
FAIR: Fair adversarial instance re-weighting. Neurocomputing 476 (2022)
Sandro Radovanovic, Boris Delibasic, Milija Suknovic
Do we Reach Desired Disparate Impact with In-Processing Fairness Techniques? ITQM (2022)
Sanja Rancic, Sandro Radovanovic, Boris Delibasic
Investigating Oversampling Techniques for Fair Machine Learning Models. ICDSST (2021)
Milos Savic, Mirjana Ivanovic, Ivan Lukovic, Boris Delibasic, Jelica Protic, Dragan Jankovic
Students' preferences in selection of computer science and informatics studies: A comprehensive empirical case studyStudents' preferences in selection of computer science and informatics studies: A comprehensive empirical case study. Comput. Sci. Inf. Syst. 18 (1) (2021)
Sandro Radovanovic, Boris Delibasic, Milija Suknovic
Predicting dropout in online learning environments. Comput. Sci. Inf. Syst. 18 (3) (2021)
Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Milos Bijanic, Boris Delibasic
Fair classification via Monte Carlo policy gradient method. Eng. Appl. Artif. Intell. 104 (2021)
Ana Kovacevic, Milan Vukicevic, Sandro Radovanovic, Boris Delibasic
CrEx-Wisdom Framework for Fusion of Crowd and Experts in Crowd Voting Environment - Machine Learning Approach. ADBIS/TPDL/EDA Workshops (2020)
Sandro Radovanovic, Andrija Petrovic, Boris Delibasic, Milija Suknovic
Enforcing fairness in logistic regression algorithm. INISTA (2020)
Zorica A. Dodevska, Ana Kovacevic, Milan Vukicevic, Boris Delibasic
Two Sides of Collective Decision Making - Votes from Crowd and Knowledge from Experts. ICDSST (2020)
Andrija Petrovic, Mladen Nikolic, Sandro Radovanovic, Boris Delibasic, Milos Jovanovic
FAIR: Fair Adversarial Instance Re-weighting. CoRR (2020)
Sandro Radovanovic, Andrija Petrovic, Boris Delibasic, Milija Suknovic
Ski Injury Predictions with Explanations. ICT Innovations (2019)
Sandro Radovanovic, Boris Delibasic, Milija Suknovic, Dajana Matovic
Where will the next ski injury occur? A system for visual and predictive analytics of ski injuries. Oper. Res. 19 (4) (2019)
Andrija Petrovic, Mladen Nikolic, Milos Jovanovic, Boris Delibasic
Gaussian Conditional Random Fields for Classification. CoRR (2019)
Sandro Radovanovic, Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic
A Framework for Integrating Domain Knowledge in Logistic Regression with Application to Hospital Readmission Prediction. Int. J. Artif. Intell. Tools 28 (6) (2019)
Sandro Radovanovic, Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic
Framework for integration of domain knowledge into logistic regression. WIMS (2018)
Boris Delibasic, Sandro Radovanovic, Milos Jovanovic, Marko Bohanec, Milija Suknovic
Integrating knowledge from DEX hierarchies into a logistic regression stacking model for predicting ski injuries. J. Decis. Syst. 27 (Supp) (2018)
Boris Delibasic, Petar Markovic, Pavlos Delias, Zoran Obradovic
Mining Skier Transportation Patterns From Ski Resort Lift Usage Data. IEEE Trans. Hum. Mach. Syst. 47 (3) (2017)
Shaofeng Liu, Boris Delibasic, Lynne Butel, Xue Han
Sustainable knowledge-based decision support systems (DSS): perspectives, new challenges and recent advance. Ind. Manag. Data Syst. 117 (7) (2017)
Boris Delibasic, Sandro Radovanovic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic
An Investigation of Human Trajectories in Ski Resorts. ICT Innovations (2017)
Milan Dobrota, Boris Delibasic, Pavlos Delias
A Skiing Trace Clustering Model for Injury Risk Assessment. Int. J. Decis. Support Syst. Technol. 8 (1) (2016)
Kathrin Kirchner, Jelena Zec, Boris Delibasic
Facilitating data preprocessing by a generic framework: a proposal for clustering. Artif. Intell. Rev. 45 (3) (2016)
Milan Vukicevic, Sandro Radovanovic, Boris Delibasic, Milija Suknovic
Extending meta-learning framework for clustering gene expression data with component-based algorithm design and internal evaluation measures. Int. J. Data Min. Bioinform. 14 (2) (2016)
Milos Jovanovic, Sandro Radovanovic, Milan Vukicevic, Sven Van Poucke, Boris Delibasic
Building interpretable predictive models for pediatric hospital readmission using Tree-Lasso logistic regression. Artif. Intell. Medicine 72 (2016)
Milan Vukicevic, Sandro Radovanovic, Joaquin Vanschoren, Giulio Napolitano, Boris Delibasic
Towards a Collaborative Platform for Advanced Meta-Learning in Healthcare Predictive Analytics. MetaSel@PKDD/ECML (2015)
Marko Bohanec, Boris Delibasic
Data-Mining and Expert Models for Predicting Injury Risk in Ski Resorts. ICDSST (2015)
Ksenija Mandic, Boris Delibasic, Dragan G. Radojevic
An Application of the Integrated IBA-TOPSIS Model in Supplier Selection. Int. J. Decis. Support Syst. Technol. 7 (1) (2015)
Ksenija Mandic, Vjekoslav Bobar, Boris Delibasic
Modeling Interactions Among Criteria in MCDM Methods: A Review. ICDSST (2015)
Ksenija Mandic, Boris Delibasic
Supplier Selection Using Interpolative Boolean Algebra and Logic Aggregation. IPMU (2) (2014)
Milos Jovanovic, Boris Delibasic, Milan Vukicevic, Milija Suknovic, Milan Martic
Evolutionary approach for automated component-based decision tree algorithm design. Intell. Data Anal. 18 (1) (2014)
Boris Delibasic, Milan Vukicevic, Milos Jovanovic, Milija Suknovic
White-Box or Black-Box Decision Tree Algorithms: Which to Use in Education? IEEE Trans. Educ. 56 (3) (2013)
Milan Vukicevic, Kathrin Kirchner, Boris Delibasic, Milos Jovanovic, Johannes Ruhland, Milija Suknovic
Finding best algorithmic components for clustering microarray data. Knowl. Inf. Syst. 35 (1) (2013)
Milan Vukicevic, Boris Delibasic, Milos Jovanovic, Milija Suknovic, Zoran Obradovic
A method for design of data-tailored partitioning algorithms for optimizing the number of clusters in microarray analysis. CIBCB (2012)
Sanja Vukovic, Boris Delibasic, Milija Suknovic
How Do Various Categorical Similarity Measures Influence the CBR Credit Scoring Model? ICDM (Workshops) (2012)
Milan Vukicevic, Milos Jovanovic, Boris Delibasic, Sonja Isljamovic, Milija Suknovic
Reusable Component-Based Architecture for Decision Tree Algorithm Design. Int. J. Artif. Intell. Tools 21 (5) (2012)
Milija Suknovic, Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Dragana Becejski-Vujaklija, Zoran Obradovic
Reusable components in decision tree induction algorithms. Comput. Stat. 27 (1) (2012)
Boris Delibasic, Zoran Obradovic
Towards a DGSS Prototype for Early Warning for Ski Injuries. ICDE Workshops (2012)
Sanja Vukovic, Boris Delibasic, Ana Uzelac, Milija Suknovic
A case-based reasoning model that uses preference theory functions for credit scoring. Expert Syst. Appl. 39 (9) (2012)
Boris Delibasic, Milan Vukicevic, Milos Jovanovic, Kathrin Kirchner, Johannes Ruhland, Milija Suknovic
An architecture for component-based design of representative-based clustering algorithms. Data Knowl. Eng. 75 (2012)
Boris Delibasic, Milos Jovanovic, Milan Vukicevic, Milija Suknovic, Zoran Obradovic
Component-based decision trees for classification. Intell. Data Anal. 15 (5) (2011)
Milan Vukicevic, Boris Delibasic, Milos Jovanovic, Milija Suknovic, Zoran Obradovic
Internal Evaluation Measures as Proxies for External Indices in Clustering Gene Expression Data. BIBM (2011)
Boris Delibasic, Kathrin Kirchner, Johannes Ruhland, Milos Jovanovic, Milan Vukicevic
Reusable components for partitioning clustering algorithms. Artif. Intell. Rev. 32 (1-4) (2009)
Boris Delibasic, Kathrin Kirchner, Johannes Ruhland
A Pattern Based Data Mining Approach. GfKl (2007)
Boris Delibasic, Milija Suknovic
Loan Granting Knowledge System. J. Decis. Syst. 15 (2-3) (2006)